Case Studies
AI products I have built and shipped
Deeper notes on the products and systems that define my work: Highlyt, Rehearsal AI, DeepProbe, MCP workflows, and production LLM engineering.
Founder Engineering
Building Highlyt: A PDF Reader for the LLM Era
A case study on building Highlyt, a PDF reader and typed knowledge graph that connects reading workflows with Claude and ChatGPT through MCP.
Product Engineering
Scaling Rehearsal AI: Voice Interview Simulations
A case study on building Rehearsal AI, DeepProbe adaptive questioning, and voice-powered AI interview simulations for thousands of candidates.